Schnabel, 61, proposed to 30-year-old model Andersen last November after the pair had been dating for about seven months. This past April, fellow model Stephanie Seymour threw a lavish baby shower for the couple at Schnabel's West Village apartment, according to the New York Post.

The filmmaker and artist even unveiled a 20-foot artwork of his pregnant, nude fiancee, which drew compliments from the crowd, the Post reports.